Week 1
(9/1)

• Dynamic Coordination in Brain and Mind, DCB Ch. 1
• Coordination: What it is and why we need it, DCB Ch. 10
• Homework: one-page summary * 2 chapters (due:9/8)

Lecture 1

Week2
(9/6, 9/8)

• Ideal-Observer Models of Cue Integration, SCI Ch. 1
  
• Causal Inference in Sensorimotor Learning and Control, SCI Ch. 2

SCI_Ch1

SCI_Ch2

Week3
(9/15)

• Generative Probabilistic Modeling: Understanding Causal Sensorimotor Integration, SCI Ch. 4
  

SCI_Ch4

Week4
(9/20, 9/22)

• Priors and Learning in Cue Integration, SCI Ch. 9
  
• Multisensory Integration and Calibration in Adults and Children, SCI Ch. 10
  

SCI_Ch9, suppl video, SCI_Ch10

Week5
(9/27, 9/29)

• Multisensory Perception: From Integration to Remapping, SCI Ch. 12
  
• Human’s Multisensory Perception, from Integration to Segregation, Follows Bayesian Inference, SCI Ch. 13

SCI Ch12-part1, part2

SCI_Ch13

Week6
(10/4, 10/6)

• Dynamic Cue Combination in Distributional Population Code Networks, SCI Ch. 20

SCI Ch 20- part1, part2

Week7
(10/11, 10/13)

• A Neural Implementation of Optimal Cue Integration, SCI Ch. 21

SCI Ch 21- part1, part2

Week8
(10/18, 10/20)

• Review (10/18)
  
• Exam (10/20)

Week9
(10/15, 10/27)

• Kalman Filters

note, suppl

Week10
(11/1, 11/3)

• Particle Filters
• Deep Belif Networks

PFnote
DeepNetwork

Week11
(11/8, 11/10)

• Deep Belif Networks / Project #2
• Re-Exam (11/10)

DeepNetwork

Week12
(11/15, 11/17)

• Predictive Coding: A Free-Energy Formulation, PIB, Ch. 17
  
• Sequence Memory for Prediction, Inference, and Behavior, PIB Ch. 18

PIB Ch 17

PIB Ch 18

Week13
(11/22, 11/24)

• The Proactive Brain, PIB Ch. 2
  

• Simulation, Situated Conceptualization, and Prediction, PIB Ch. 3

PIB Ch 2  PIB Ch 3

Week14
(11/29, 12/1)

• Review (11/29)
  

• Exam 2 (12/1)

Week15
(12/6, 12/8)

• Imagining Predictions: Mental Imagery as Mental Emulation, PIB Ch. 8
  
• A Look around Subcortical Predictive Dynamics and Learning during Perception, Cognition, Emotion, and Action, PIB Ch. 15

PIB Ch 8

PIB Ch 15

Week16
(12/13)

• The Neurobiology of Memory-Based Prediction, PIB Ch. 20